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gpt2 large conversational retrain

General model by locutusque · 0.77B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Everything this chip runs, machine by machine: MacBook Pro 14" M5 Pro, MacBook Pro 16" M5 Pro

Runs Excellently

gpt2 large conversational retrain fits comfortably in your 24 GB Mac using Q8_0 quantization, using 6% of your RAM.

~209 tok/s

Q8_0 · 1.4 GB · Estimated

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 1.4 GB~209 tok/s✓
Q6_K 1.2 GB~274 tok/s✓
Q5_K_M 1.1 GB~322 tok/s✓
Q4_K_M 1.0 GB~378 tok/s✓
Q3_K_M 0.9 GB~457 tok/s✓
Q2_K 0.8 GB~593 tok/s✓

Specifications

Parameters774M
Architecturegpt2
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads1,017
View on HuggingFace →

Which Mac Can Run gpt2 large conversational retrain?

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~68 tok/s · 17% RAM

MacQuanttok/sRAM %
Mac Studio · M3 Ultra 96GB Q8_0 ~557 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~557 1%
Mac Studio · M3 Ultra 512GB Q8_0 ~557 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~544 2%
Mac Studio · M1 Ultra 128GB Q8_0 ~544 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~544 2%
Mac Studio · M2 Ultra 128GB Q8_0 ~544 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~544 1%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~418 4%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~418 3%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~418 2%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~418 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~418 4%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~418 3%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~418 2%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~418 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~371 4%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~371 3%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~371 2%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~371 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~371 4%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~371 3%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~371 2%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~371 1%
Mac Studio · M4 Max 36GB Q8_0 ~371 4%
Mac Studio · M4 Max 48GB Q8_0 ~371 3%
Mac Studio · M4 Max 64GB Q8_0 ~371 2%
Mac Studio · M4 Max 128GB Q8_0 ~371 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~272 4%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~272 2%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~272 4%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~272 2%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~272 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~272 4%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~272 3%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~272 2%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~272 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~272 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~272 4%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~272 2%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~272 4%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~272 2%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~272 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~272 4%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~272 3%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~272 2%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~272 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~272 1%
Mac Studio · M1 Max 32GB Q8_0 ~272 4%
Mac Studio · M1 Max 64GB Q8_0 ~272 2%
Mac Studio · M2 Max 32GB Q8_0 ~272 4%
Mac Studio · M2 Max 64GB Q8_0 ~272 2%
Mac Studio · M2 Max 96GB Q8_0 ~272 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~209 6%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~209 3%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~209 2%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~209 6%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~209 3%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~209 2%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~186 6%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~186 3%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~186 6%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~186 3%
Mac mini · M4 Pro 24GB Q8_0 ~186 6%
Mac mini · M4 Pro 48GB Q8_0 ~186 3%
Mac mini · M4 Pro 64GB Q8_0 ~186 2%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~136 8%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~136 4%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~136 8%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~136 4%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~136 8%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~136 4%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~136 8%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~136 4%
Mac mini · M2 Pro 16GB Q8_0 ~136 8%
Mac mini · M2 Pro 32GB Q8_0 ~136 4%
MacBook Air · M5 16GB Q8_0 ~104 8%
MacBook Air · M5 24GB Q8_0 ~104 6%
MacBook Air · M5 32GB Q8_0 ~104 4%
MacBook Pro 14" · M5 16GB Q8_0 ~104 8%
MacBook Pro 14" · M5 24GB Q8_0 ~104 6%
MacBook Pro 14" · M5 32GB Q8_0 ~104 4%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~102 8%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~102 4%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~102 8%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~102 4%
MacBook Air · M4 16GB Q8_0 ~82 8%
MacBook Air · M4 24GB Q8_0 ~82 6%
MacBook Air · M4 32GB Q8_0 ~82 4%
MacBook Pro 14" · M4 16GB Q8_0 ~82 8%
MacBook Pro 14" · M4 24GB Q8_0 ~82 6%
MacBook Pro 14" · M4 32GB Q8_0 ~82 4%
Mac mini · M4 16GB Q8_0 ~82 8%
Mac mini · M4 24GB Q8_0 ~82 6%
Mac mini · M4 32GB Q8_0 ~82 4%
iMac · M4 16GB Q8_0 ~82 8%
iMac · M4 24GB Q8_0 ~82 6%
iMac · M4 32GB Q8_0 ~82 4%
MacBook Air · M2 8GB Q8_0 ~68 17%
MacBook Air · M2 16GB Q8_0 ~68 8%
MacBook Air · M2 24GB Q8_0 ~68 6%
MacBook Air · M3 8GB Q8_0 ~68 17%
MacBook Air · M3 16GB Q8_0 ~68 8%
MacBook Air · M3 24GB Q8_0 ~68 6%
MacBook Pro 14" · M3 8GB Q8_0 ~68 17%
MacBook Pro 14" · M3 16GB Q8_0 ~68 8%
MacBook Pro 14" · M3 24GB Q8_0 ~68 6%
Mac mini · M2 8GB Q8_0 ~68 17%
Mac mini · M2 16GB Q8_0 ~68 8%
Mac mini · M2 24GB Q8_0 ~68 6%
iMac · M3 8GB Q8_0 ~68 17%
iMac · M3 16GB Q8_0 ~68 8%
iMac · M3 24GB Q8_0 ~68 6%
MacBook Air · M1 8GB Q8_0 ~46 17%
MacBook Air · M1 16GB Q8_0 ~46 8%
Mac mini · M1 8GB Q8_0 ~46 17%
Mac mini · M1 16GB Q8_0 ~46 8%
iMac · M1 8GB Q8_0 ~46 17%
iMac · M1 16GB Q8_0 ~46 8%

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